ArticlePlant communications2023
Transcriptional Landscape of Cotton Roots in Response to Salt Stress at Single-cell Resolution.
Article in Plant communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed.
- Advances in single-cell and spatial multi-omics for plant development and stress responses.Plant diversity · 2026Review
- Single-cell insights into plant growth, adaptation, and evolution.Journal of integrative plant biology · 2026Review
- Growth-Promoting Effects ofPlants (Basel, Switzerland) · 2026Article
- Dynamic and cell-type specific transcriptional reprogramming underlies the floral transition in the maize shoot apical meristem.Genome biology · 2026Article
- Cell-Type-Specific and Variety-Specific Responses to Salt Stress in Wheat Root Revealed by Single-Cell Transcriptomics.Plant biotechnology journal · 2026Article
- Integrated single cell transcriptomics analysis for unraveling heterogeneity and plasticity of root cells for sustainable and regenerative agriculture.Frontiers in plant science · 2026Review
- Comparative single-cell transcriptomic map reveals divergence in leaves between two cotton species at cell type resolution.Journal of advanced research · 2026Article
- Promotion of maize seedling growth byFrontiers in plant science · 2026Article
- Gene Expression Divergence Between Locally Adapted Inland Annual and Coastal Perennial Ecotypes of Mimulus guttatus Across Developmental Stages.Molecular ecology · 2025Article
- Single-Cell Transcriptome Atlas and Dynamic Regulatory Mechanisms of Anther Development in Alfalfa (Medicago sativa L.).Plant biotechnology journal · 2025Article
- The First Introduction of an Exogenous 5' Untranslated Region for Control of Plastid Transgene Expression in Chlamydomonas reinhardtii.Molecular biotechnology · 2025Article
- Genomics-assisted breeding for designing salinity-smart future crops.Plant biotechnology journal · 2025Review
- Emerging trends in transgene-free crop development: insights into genome editing and its regulatory overview.Plant molecular biology · 2025Review
- Single-Cell Transcriptome Reveals the Cellular Response to PEG-Induced Stress in Wheat Leaves.Journal of agricultural and food chemistry · 2025Article
- Time-course transcriptome analysis reveals gene co-expression networks and transposable element responses to cold stress in cotton.BMC genomics · 2025Article
- Time-Course Transcriptomics Analysis Reveals Molecular Mechanisms of Salt-Tolerant and Salt-Sensitive Cotton Cultivars in Response to Salt Stress.International journal of molecular sciences · 2025Article
- Single-cell transcriptomes reveal spatiotemporal heat stress response in maize roots.Nature communications · 2025Article
- Dynamic molecular regulation of salt stress responses in maize (Frontiers in plant science · 2025Article
- Transcriptomic landscapes of ornamental plants under salt and drought stress: key genes and pathways for tolerance.Frontiers in plant science · 2025Review
- Single-cell RNA sequencing reveals cellular diversity and gene expression dynamics in maize root development.Frontiers in plant science · 2025Article
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Authors and funding
23 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Increasing soil salinization has led to severe losses of plant yield and quality. Thus, it is urgent to investigate the molecular mechanism of the salt stress response. In this study, we took systematically analyzed cotton root response to salt stress by single-cell transcriptomics technology; 56,281 high-quality cells were totally obtained from 5-days-old lateral root tips of Gossypium arboreum under natural growth and different salt-treatment conditions. Ten cell types with an array of novel marker genes were synthetically identified and confirmed with in situ RNA hybridization, and some specific-type cells of pesudotime analysis also pointed out their potential differentiation trajectory. The prominent changes of cell numbers responding to salt stress were observed on outer epidermal and inner endodermic cells, which were significantly enriched in response to stress, amide biosynthetic process, glutathione metabolism, and glycolysis/gluconeogenesis. Other functional aggregations were concentrated on plant-type primary cell wall biogenesis, defense response, phenylpropanoid biosynthesis and metabolic pathways by analyzing the abundant differentially expressed genes (DEGs) identified from multiple comparisons. Some candidate DEGs related with transcription factors and plant hormones responding to salt stress were also identified, of which the function of Ga03G2153, an annotated auxin-responsive GH3.6, was confirmed by using virus-induced gene silencing (VIGS). The GaGH3.6-silenced plants presented severe stress-susceptive phenotype, and suffered more serious oxidative damages by detecting some physiological and biochemical indexes, indicating that GaGH3.6 might participate in salt tolerance in cotton through regulating oxidation-reduction process. For the first time, a transcriptional atlas of cotton roots under salt stress were characterized at a single-cell resolution, which explored the cellular heterogeneityand differentiation trajectory, providing valuable insights into the molecular mechanism underlying stress tolerance in plants.
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